Overview

Dataset statistics

Number of variables78
Number of observations1000
Missing cells56686
Missing cells (%)72.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory609.5 KiB
Average record size in memory624.1 B

Variable types

UNSUPPORTED58
CAT15
NUM4
PATH1

Warnings

title has a high cardinality: 981 distinct values High cardinality
publish_country has a high cardinality: 95 distinct values High cardinality
by_statement has a high cardinality: 728 distinct values High cardinality
pagination has a high cardinality: 724 distinct values High cardinality
publish_date has a high cardinality: 179 distinct values High cardinality
subtitle has a high cardinality: 361 distinct values High cardinality
edition_name has a high cardinality: 121 distinct values High cardinality
ocaid has a high cardinality: 160 distinct values High cardinality
revision is highly correlated with latest_revisionHigh correlation
latest_revision is highly correlated with revisionHigh correlation
languages has 59 (5.9%) missing values Missing
subjects has 351 (35.1%) missing values Missing
publish_country has 107 (10.7%) missing values Missing
by_statement has 272 (27.2%) missing values Missing
location has 898 (89.8%) missing values Missing
other_titles has 829 (82.9%) missing values Missing
publishers has 80 (8.0%) missing values Missing
authors has 23 (2.3%) missing values Missing
publish_places has 98 (9.8%) missing values Missing
oclc_number has 892 (89.2%) missing values Missing
pagination has 148 (14.8%) missing values Missing
created has 11 (1.1%) missing values Missing
notes has 587 (58.7%) missing values Missing
number_of_pages has 226 (22.6%) missing values Missing
publish_date has 66 (6.6%) missing values Missing
works has 35 (3.5%) missing values Missing
subtitle has 637 (63.7%) missing values Missing
series has 673 (67.3%) missing values Missing
contributions has 711 (71.1%) missing values Missing
genres has 847 (84.7%) missing values Missing
table_of_contents has 958 (95.8%) missing values Missing
lc_classifications has 805 (80.5%) missing values Missing
subject_places has 992 (99.2%) missing values Missing
first_publish_date has 995 (99.5%) missing values Missing
edition_name has 795 (79.5%) missing values Missing
isbn_10 has 660 (66.0%) missing values Missing
dewey_decimal_class has 892 (89.2%) missing values Missing
lccn has 805 (80.5%) missing values Missing
identifiers has 980 (98.0%) missing values Missing
weight has 991 (99.1%) missing values Missing
physical_format has 938 (93.8%) missing values Missing
covers has 981 (98.1%) missing values Missing
isbn_13 has 918 (91.8%) missing values Missing
physical_dimensions has 989 (98.9%) missing values Missing
uri_descriptions has 1000 (100.0%) missing values Missing
uris has 1000 (100.0%) missing values Missing
url has 989 (98.9%) missing values Missing
source_records has 874 (87.4%) missing values Missing
first_sentence has 995 (99.5%) missing values Missing
work_titles has 956 (95.6%) missing values Missing
description has 958 (95.8%) missing values Missing
subject_times has 999 (99.9%) missing values Missing
ocaid has 840 (84.0%) missing values Missing
download_url has 1000 (100.0%) missing values Missing
dewey_number has 998 (99.8%) missing values Missing
name has 997 (99.7%) missing values Missing
subject_place has 1000 (100.0%) missing values Missing
subject_people has 998 (99.8%) missing values Missing
personal_name has 1000 (100.0%) missing values Missing
alternate_names has 1000 (100.0%) missing values Missing
photos has 1000 (100.0%) missing values Missing
oclc_numbers has 884 (88.4%) missing values Missing
copyright_date has 997 (99.7%) missing values Missing
classifications has 997 (99.7%) missing values Missing
birth_date has 1000 (100.0%) missing values Missing
bio has 1000 (100.0%) missing values Missing
links has 1000 (100.0%) missing values Missing
title_prefix has 946 (94.6%) missing values Missing
death_date has 1000 (100.0%) missing values Missing
subject_time has 1000 (100.0%) missing values Missing
work_title has 1000 (100.0%) missing values Missing
contributors has 1000 (100.0%) missing values Missing
purchase_url has 1000 (100.0%) missing values Missing
fuller_name has 1000 (100.0%) missing values Missing
website has 1000 (100.0%) missing values Missing
isbn_invalid has 1000 (100.0%) missing values Missing
ia_loaded_id has 1000 (100.0%) missing values Missing
isbn_odd_length has 1000 (100.0%) missing values Missing
ia_box_id has 1000 (100.0%) missing values Missing
full_title has 1000 (100.0%) missing values Missing
excerpts has 1000 (100.0%) missing values Missing
title is uniformly distributed Uniform
by_statement is uniformly distributed Uniform
pagination is uniformly distributed Uniform
subtitle is uniformly distributed Uniform
first_publish_date is uniformly distributed Uniform
physical_dimensions is uniformly distributed Uniform
ocaid is uniformly distributed Uniform
name is uniformly distributed Uniform
copyright_date is uniformly distributed Uniform
df_index has unique values Unique
key has unique values Unique
languages is an unsupported type, check if it needs cleaning or further analysis Unsupported
subjects is an unsupported type, check if it needs cleaning or further analysis Unsupported
type is an unsupported type, check if it needs cleaning or further analysis Unsupported
location is an unsupported type, check if it needs cleaning or further analysis Unsupported
other_titles is an unsupported type, check if it needs cleaning or further analysis Unsupported
publishers is an unsupported type, check if it needs cleaning or further analysis Unsupported
last_modified is an unsupported type, check if it needs cleaning or further analysis Unsupported
authors is an unsupported type, check if it needs cleaning or further analysis Unsupported
publish_places is an unsupported type, check if it needs cleaning or further analysis Unsupported
oclc_number is an unsupported type, check if it needs cleaning or further analysis Unsupported
created is an unsupported type, check if it needs cleaning or further analysis Unsupported
notes is an unsupported type, check if it needs cleaning or further analysis Unsupported
works is an unsupported type, check if it needs cleaning or further analysis Unsupported
series is an unsupported type, check if it needs cleaning or further analysis Unsupported
contributions is an unsupported type, check if it needs cleaning or further analysis Unsupported
genres is an unsupported type, check if it needs cleaning or further analysis Unsupported
table_of_contents is an unsupported type, check if it needs cleaning or further analysis Unsupported
lc_classifications is an unsupported type, check if it needs cleaning or further analysis Unsupported
subject_places is an unsupported type, check if it needs cleaning or further analysis Unsupported
isbn_10 is an unsupported type, check if it needs cleaning or further analysis Unsupported
dewey_decimal_class is an unsupported type, check if it needs cleaning or further analysis Unsupported
lccn is an unsupported type, check if it needs cleaning or further analysis Unsupported
identifiers is an unsupported type, check if it needs cleaning or further analysis Unsupported
covers is an unsupported type, check if it needs cleaning or further analysis Unsupported
isbn_13 is an unsupported type, check if it needs cleaning or further analysis Unsupported
uri_descriptions is an unsupported type, check if it needs cleaning or further analysis Unsupported
uris is an unsupported type, check if it needs cleaning or further analysis Unsupported
url is an unsupported type, check if it needs cleaning or further analysis Unsupported
source_records is an unsupported type, check if it needs cleaning or further analysis Unsupported
first_sentence is an unsupported type, check if it needs cleaning or further analysis Unsupported
work_titles is an unsupported type, check if it needs cleaning or further analysis Unsupported
description is an unsupported type, check if it needs cleaning or further analysis Unsupported
subject_times is an unsupported type, check if it needs cleaning or further analysis Unsupported
download_url is an unsupported type, check if it needs cleaning or further analysis Unsupported
dewey_number is an unsupported type, check if it needs cleaning or further analysis Unsupported
subject_place is an unsupported type, check if it needs cleaning or further analysis Unsupported
subject_people is an unsupported type, check if it needs cleaning or further analysis Unsupported
personal_name is an unsupported type, check if it needs cleaning or further analysis Unsupported
alternate_names is an unsupported type, check if it needs cleaning or further analysis Unsupported
photos is an unsupported type, check if it needs cleaning or further analysis Unsupported
oclc_numbers is an unsupported type, check if it needs cleaning or further analysis Unsupported
classifications is an unsupported type, check if it needs cleaning or further analysis Unsupported
birth_date is an unsupported type, check if it needs cleaning or further analysis Unsupported
bio is an unsupported type, check if it needs cleaning or further analysis Unsupported
links is an unsupported type, check if it needs cleaning or further analysis Unsupported
death_date is an unsupported type, check if it needs cleaning or further analysis Unsupported
subject_time is an unsupported type, check if it needs cleaning or further analysis Unsupported
work_title is an unsupported type, check if it needs cleaning or further analysis Unsupported
contributors is an unsupported type, check if it needs cleaning or further analysis Unsupported
purchase_url is an unsupported type, check if it needs cleaning or further analysis Unsupported
fuller_name is an unsupported type, check if it needs cleaning or further analysis Unsupported
website is an unsupported type, check if it needs cleaning or further analysis Unsupported
isbn_invalid is an unsupported type, check if it needs cleaning or further analysis Unsupported
ia_loaded_id is an unsupported type, check if it needs cleaning or further analysis Unsupported
isbn_odd_length is an unsupported type, check if it needs cleaning or further analysis Unsupported
ia_box_id is an unsupported type, check if it needs cleaning or further analysis Unsupported
full_title is an unsupported type, check if it needs cleaning or further analysis Unsupported
excerpts is an unsupported type, check if it needs cleaning or further analysis Unsupported

Reproduction

Analysis started2021-11-16 21:40:59.562159
Analysis finished2021-11-16 21:41:51.935685
Duration52.37 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct1000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean73201.159
Minimum283
Maximum148148
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-11-17T03:11:52.114505image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum283
5-th percentile8680.9
Q134827.5
median73126
Q3109793.25
95-th percentile138675.7
Maximum148148
Range147865
Interquartile range (IQR)74965.75

Descriptive statistics

Standard deviation42237.31638
Coefficient of variation (CV)0.577003383
Kurtosis-1.217431299
Mean73201.159
Median Absolute Deviation (MAD)37610
Skewness0.01827385107
Sum73201159
Variance1783990895
MonotocityNot monotonic
2021-11-17T03:11:52.379735image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2895010.1%
 
5668510.1%
 
1774710.1%
 
7509310.1%
 
14472710.1%
 
11557110.1%
 
11400910.1%
 
2799410.1%
 
3786110.1%
 
10992310.1%
 
Other values (990)99099.0%
 
ValueCountFrequency (%) 
28310.1%
 
32910.1%
 
35910.1%
 
41010.1%
 
41610.1%
 
ValueCountFrequency (%) 
14814810.1%
 
14812910.1%
 
14787310.1%
 
14781210.1%
 
14752210.1%
 

latest_revision
Real number (ℝ≥0)

HIGH CORRELATION

Distinct8
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.251
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-11-17T03:11:52.598460image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q12
median2
Q32
95-th percentile3
Maximum15
Range14
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.8028970318
Coefficient of variation (CV)0.3566845987
Kurtosis69.83680882
Mean2.251
Median Absolute Deviation (MAD)0
Skewness6.050522119
Sum2251
Variance0.6446436436
MonotocityNot monotonic
2021-11-17T03:11:52.745652image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
281481.4%
 
312112.1%
 
5222.2%
 
4202.0%
 
1161.6%
 
630.3%
 
730.3%
 
1510.1%
 
ValueCountFrequency (%) 
1161.6%
 
281481.4%
 
312112.1%
 
4202.0%
 
5222.2%
 
ValueCountFrequency (%) 
1510.1%
 
730.3%
 
630.3%
 
5222.2%
 
4202.0%
 

revision
Real number (ℝ≥0)

HIGH CORRELATION

Distinct8
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.251
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-11-17T03:11:52.963243image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q12
median2
Q32
95-th percentile3
Maximum15
Range14
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.8028970318
Coefficient of variation (CV)0.3566845987
Kurtosis69.83680882
Mean2.251
Median Absolute Deviation (MAD)0
Skewness6.050522119
Sum2251
Variance0.6446436436
MonotocityNot monotonic
2021-11-17T03:11:53.129136image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
281481.4%
 
312112.1%
 
5222.2%
 
4202.0%
 
1161.6%
 
630.3%
 
730.3%
 
1510.1%
 
ValueCountFrequency (%) 
1161.6%
 
281481.4%
 
312112.1%
 
4202.0%
 
5222.2%
 
ValueCountFrequency (%) 
1510.1%
 
730.3%
 
630.3%
 
5222.2%
 
4202.0%
 

title
Categorical

HIGH CARDINALITY
UNIFORM

Distinct981
Distinct (%)99.0%
Missing9
Missing (%)0.9%
Memory size7.8 KiB
No Title Exists.
 
5
Project Box:.
 
3
Annual Report and Accounts.
 
2
Lider
 
2
Computers
 
2
Other values (976)
977 
ValueCountFrequency (%) 
No Title Exists.50.5%
 
Project Box:.30.3%
 
Annual Report and Accounts.20.2%
 
Lider20.2%
 
Computers20.2%
 
Marketing20.2%
 
RESTRICTED THESIS UNTIL 28/5/200310.1%
 
Irrigation of corn in the Eastern United States10.1%
 
Ground-water resources of the Cincinnati area, Butler and Hamilton counties, Ohio10.1%
 
Seiji kinuta10.1%
 
Other values (971)97197.1%
 
(Missing)90.9%
 
2021-11-17T03:11:53.401227image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique975 ?
Unique (%)98.4%
2021-11-17T03:11:53.689537image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length364
Median length24
Mean length31.504
Min length3

languages
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing59
Missing (%)5.9%
Memory size7.9 KiB

subjects
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing351
Missing (%)35.1%
Memory size7.9 KiB

publish_country
Categorical

HIGH CARDINALITY
MISSING

Distinct95
Distinct (%)10.6%
Missing107
Missing (%)10.7%
Memory size7.8 KiB
xxk
100 
nyu
98 
enk
96 
dcu
51 
xx
 
48
Other values (90)
500 
ValueCountFrequency (%) 
xxk10010.0%
 
nyu989.8%
 
enk969.6%
 
dcu515.1%
 
xx 484.8%
 
ja 474.7%
 
ch 414.1%
 
cau414.1%
 
gw 282.8%
 
fr 242.4%
 
Other values (85)31931.9%
 
(Missing)10710.7%
 
2021-11-17T03:11:53.971774image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique38 ?
Unique (%)4.3%
2021-11-17T03:11:54.183837image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length3
Min length3

by_statement
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct728
Distinct (%)100.0%
Missing272
Missing (%)27.2%
Memory size7.8 KiB
Edited by G. P. Gilmour. Illus. by Eric Aldwinckle.
 
1
(selected) by Muhammad Zafrulla Khan.
 
1
por Oscar Lewis ; traducción de la introducción y el apéndice: Isabel Fraire.
 
1
Jim McMenamin.
 
1
by Winifred James ... with 16 illustrations and a map by Norman Dakers.
 
1
Other values (723)
723 
ValueCountFrequency (%) 
Edited by G. P. Gilmour. Illus. by Eric Aldwinckle.10.1%
 
(selected) by Muhammad Zafrulla Khan.10.1%
 
por Oscar Lewis ; traducción de la introducción y el apéndice: Isabel Fraire.10.1%
 
Jim McMenamin.10.1%
 
by Winifred James ... with 16 illustrations and a map by Norman Dakers.10.1%
 
Guo Qingjie zhu.10.1%
 
Itsiḳ Manger ; esey, Shelomoh Biḳl.10.1%
 
E. C. S. Wade and A. W. Bradley.10.1%
 
by Johannes Quasten. Vol.2, The ante-Nicene literature after Irenaeus.10.1%
 
[prepared by U.S. Department of Agriculture Soil Conservation Service, Economic Research Service, Forest Service, in cooperation with Montana Department of Natural Resources and Conservation]10.1%
 
Other values (718)71871.8%
 
(Missing)27227.2%
 
2021-11-17T03:11:54.405821image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique728 ?
Unique (%)100.0%
2021-11-17T03:11:54.658004image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length215
Median length17
Mean length27.976
Min length0

type
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size7.9 KiB

location
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing898
Missing (%)89.8%
Memory size7.9 KiB

other_titles
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing829
Missing (%)82.9%
Memory size7.9 KiB

publishers
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing80
Missing (%)8.0%
Memory size7.9 KiB

last_modified
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size7.9 KiB

key
Path

UNIQUE

Distinct1000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
/books/OL22956915M
 
1
/books/OL22785021M
 
1
/books/OL22955633M
 
1
/books/OL22987991M
 
1
/books/OL22900516M
 
1
Other values (995)
995 
ValueCountFrequency (%) 
/books/OL22956915M10.1%
 
/books/OL22785021M10.1%
 
/books/OL22955633M10.1%
 
/books/OL22987991M10.1%
 
/books/OL22900516M10.1%
 
/books/OL22837678M10.1%
 
/books/OL22784331M10.1%
 
/books/OL22950550M10.1%
 
/books/OL22894879M10.1%
 
/books/OL22799611M10.1%
 
Other values (990)99099.0%
 
2021-11-17T03:11:54.900097image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1000 ?
Unique (%)100.0%
2021-11-17T03:11:55.130172image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length19
Median length18
Mean length17.986
Min length17
Common prefix\
Unique stems1000
Unique names1000
Unique extensions1
Unique directories3
Unique anchors1
ValueCountFrequency (%) 
/books/OL22956915M10.1%
 
/books/OL22785021M10.1%
 
/books/OL22955633M10.1%
 
/books/OL22987991M10.1%
 
/books/OL22900516M10.1%
 
/books/OL22837678M10.1%
 
/books/OL22784331M10.1%
 
/books/OL22950550M10.1%
 
/books/OL22894879M10.1%
 
/books/OL22799611M10.1%
 
Other values (990)99099.0%
 
ValueCountFrequency (%) 
OL22968038M10.1%
 
OL22907275M10.1%
 
OL22963836M10.1%
 
OL22980140M10.1%
 
OL22991498M10.1%
 
OL16640185W10.1%
 
OL11576573W10.1%
 
OL22789546M10.1%
 
OL22884880M10.1%
 
OL22911797M10.1%
 
Other values (990)99099.0%
 
ValueCountFrequency (%) 
OL22968038M10.1%
 
OL22907275M10.1%
 
OL22963836M10.1%
 
OL22980140M10.1%
 
OL22991498M10.1%
 
OL16640185W10.1%
 
OL11576573W10.1%
 
OL22789546M10.1%
 
OL22884880M10.1%
 
OL22911797M10.1%
 
Other values (990)99099.0%
 
ValueCountFrequency (%) 
1000100.0%
 
ValueCountFrequency (%) 
\books97297.2%
 
\works242.4%
 
\authors40.4%
 
ValueCountFrequency (%) 
\1000100.0%
 

authors
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing23
Missing (%)2.3%
Memory size7.9 KiB

publish_places
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing98
Missing (%)9.8%
Memory size7.9 KiB

oclc_number
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing892
Missing (%)89.2%
Memory size7.9 KiB

pagination
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct724
Distinct (%)85.0%
Missing148
Missing (%)14.8%
Memory size7.8 KiB
p. cm.
 
20
1 v. (unpaged) :
 
9
2 v. ;
 
5
1 v. (various pagings) :
 
4
2 v. :
 
4
Other values (719)
810 
ValueCountFrequency (%) 
p. cm.202.0%
 
1 v. (unpaged) :90.9%
 
2 v. ;50.5%
 
1 v. (various pagings) :40.4%
 
2 v. :40.4%
 
1 v.30.3%
 
318 p.30.3%
 
60 p. :30.3%
 
104 p. :30.3%
 
50 p.30.3%
 
Other values (714)79579.5%
 
(Missing)14814.8%
 
2021-11-17T03:11:55.384467image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique642 ?
Unique (%)75.4%
2021-11-17T03:11:55.654761image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length50
Median length8
Mean length9.162
Min length2

created
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing11
Missing (%)1.1%
Memory size7.9 KiB

notes
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing587
Missing (%)58.7%
Memory size7.9 KiB

number_of_pages
Real number (ℝ≥0)

MISSING

Distinct367
Distinct (%)47.4%
Missing226
Missing (%)22.6%
Infinite0
Infinite (%)0.0%
Mean202.9470284
Minimum10
Maximum1154
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-11-17T03:11:55.858624image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile25
Q179.25
median172.5
Q3280
95-th percentile469.8
Maximum1154
Range1144
Interquartile range (IQR)200.75

Descriptive statistics

Standard deviation165.7212424
Coefficient of variation (CV)0.8165738798
Kurtosis5.972067118
Mean202.9470284
Median Absolute Deviation (MAD)100.5
Skewness1.897442959
Sum157081
Variance27463.53018
MonotocityNot monotonic
2021-11-17T03:11:56.090911image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
32101.0%
 
6090.9%
 
9670.7%
 
3570.7%
 
32070.7%
 
12860.6%
 
13660.6%
 
2860.6%
 
12660.6%
 
16060.6%
 
Other values (357)70470.4%
 
(Missing)22622.6%
 
ValueCountFrequency (%) 
1010.1%
 
1140.4%
 
1210.1%
 
1420.2%
 
1510.1%
 
ValueCountFrequency (%) 
115410.1%
 
105810.1%
 
104610.1%
 
103210.1%
 
100610.1%
 

publish_date
Categorical

HIGH CARDINALITY
MISSING

Distinct179
Distinct (%)19.2%
Missing66
Missing (%)6.6%
Memory size7.8 KiB
2008
 
26
2004
 
23
1994
 
23
1998
 
22
1995
 
22
Other values (174)
818 
ValueCountFrequency (%) 
2008262.6%
 
2004232.3%
 
1994232.3%
 
1998222.2%
 
1995222.2%
 
2007202.0%
 
2009191.9%
 
1996181.8%
 
1967181.8%
 
1989171.7%
 
Other values (169)72672.6%
 
(Missing)666.6%
 
2021-11-17T03:11:57.057448image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique47 ?
Unique (%)5.0%
2021-11-17T03:11:57.261393image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length15
Median length4
Mean length4.03
Min length3

works
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing35
Missing (%)3.5%
Memory size7.9 KiB

subtitle
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct361
Distinct (%)99.4%
Missing637
Missing (%)63.7%
Memory size7.8 KiB
[roman]
 
2
roman
 
2
ḳinder-piyese in dray aḳṭn
 
1
gli ordini religiosi in età moderna
 
1
Freud's dynamic distinction reconsidered
 
1
Other values (356)
356 
ValueCountFrequency (%) 
[roman]20.2%
 
roman20.2%
 
ḳinder-piyese in dray aḳṭn10.1%
 
gli ordini religiosi in età moderna10.1%
 
Freud's dynamic distinction reconsidered10.1%
 
eseyen, arṭiḳlen, retsenzyes10.1%
 
Calder's Circus10.1%
 
autobiografía del Dalai Lama10.1%
 
a Den of antiquity mystery10.1%
 
Also a library of rare books and fine bindings consigned by Mrs. Henry B. Hollins ... to be sold ... January 12th and 13th, 1915.10.1%
 
Other values (351)35135.1%
 
(Missing)63763.7%
 
2021-11-17T03:11:57.493547image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique359 ?
Unique (%)98.9%
2021-11-17T03:11:57.755601image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length285
Median length3
Mean length19.251
Min length3

series
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing673
Missing (%)67.3%
Memory size7.9 KiB

contributions
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing711
Missing (%)71.1%
Memory size7.9 KiB

genres
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing847
Missing (%)84.7%
Memory size7.9 KiB

table_of_contents
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing958
Missing (%)95.8%
Memory size7.9 KiB

lc_classifications
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing805
Missing (%)80.5%
Memory size7.9 KiB

subject_places
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing992
Missing (%)99.2%
Memory size7.9 KiB

first_publish_date
Categorical

MISSING
UNIFORM

Distinct5
Distinct (%)100.0%
Missing995
Missing (%)99.5%
Memory size7.8 KiB
2007
1 
1969
1 
December 1, 1958
1 
2006
1 
1967
1 
ValueCountFrequency (%) 
200710.1%
 
196910.1%
 
December 1, 195810.1%
 
200610.1%
 
196710.1%
 
(Missing)99599.5%
 
2021-11-17T03:11:57.987735image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique5 ?
Unique (%)100.0%
2021-11-17T03:11:58.137441image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:58.369609image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length16
Median length3
Mean length3.017
Min length3

edition_name
Categorical

HIGH CARDINALITY
MISSING

Distinct121
Distinct (%)59.0%
Missing795
Missing (%)79.5%
Memory size7.8 KiB
880-03 Chu ban.
18 
880-03 Di 1 ban.
16 
1a ed.
 
12
4th ed.
 
8
1st ed.
 
7
Other values (116)
144 
ValueCountFrequency (%) 
880-03 Chu ban.181.8%
 
880-03 Di 1 ban.161.6%
 
1a ed.121.2%
 
4th ed.80.8%
 
1st ed.70.7%
 
Shohan.60.6%
 
1. ed.40.4%
 
880-04 Di 1 ban.30.3%
 
5th ed.30.3%
 
880-03 Shohan.30.3%
 
Other values (111)12512.5%
 
(Missing)79579.5%
 
2021-11-17T03:11:58.593539image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique100 ?
Unique (%)48.8%
2021-11-17T03:11:58.865925image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length78
Median length3
Mean length5.096
Min length3

isbn_10
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing660
Missing (%)66.0%
Memory size7.9 KiB

dewey_decimal_class
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing892
Missing (%)89.2%
Memory size7.9 KiB

lccn
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing805
Missing (%)80.5%
Memory size7.9 KiB

identifiers
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing980
Missing (%)98.0%
Memory size7.9 KiB

weight
Categorical

MISSING

Distinct7
Distinct (%)77.8%
Missing991
Missing (%)99.1%
Memory size7.8 KiB
12 ounces
3 
1.7 pounds
1 
3.6 pounds
1 
2.6 pounds
1 
7.8 ounces
1 
Other values (2)
2 
ValueCountFrequency (%) 
12 ounces30.3%
 
1.7 pounds10.1%
 
3.6 pounds10.1%
 
2.6 pounds10.1%
 
7.8 ounces10.1%
 
1.2 pounds10.1%
 
3.7 pounds10.1%
 
(Missing)99199.1%
 
2021-11-17T03:11:59.118267image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique6 ?
Unique (%)66.7%
2021-11-17T03:11:59.279795image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:59.572434image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length10
Median length3
Mean length3.06
Min length3

physical_format
Categorical

MISSING

Distinct8
Distinct (%)12.9%
Missing938
Missing (%)93.8%
Memory size7.8 KiB
42 
Paperback
9 
[microform] :
 
4
Hardcover
 
3
ottavo
 
1
Other values (3)
 
3
ValueCountFrequency (%) 
424.2%
 
Paperback90.9%
 
[microform] :40.4%
 
Hardcover30.3%
 
ottavo10.1%
 
[electronic Resource] :10.1%
 
Library Binding10.1%
 
[microform] /10.1%
 
(Missing)93893.8%
 
2021-11-17T03:11:59.784323image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique4 ?
Unique (%)6.5%
2021-11-17T03:11:59.915517image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:12:00.227947image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length23
Median length3
Mean length3.031
Min length0

covers
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing981
Missing (%)98.1%
Memory size7.9 KiB

isbn_13
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing918
Missing (%)91.8%
Memory size7.9 KiB

physical_dimensions
Categorical

MISSING
UNIFORM

Distinct11
Distinct (%)100.0%
Missing989
Missing (%)98.9%
Memory size7.8 KiB
15x23 cm
1 
11.8 x 9.4 x 1.3 inches
1 
9.8 x 6.9 x 0.7 inches
1 
8.2 x 5.5 x 0.8 inches
1 
8.5 x 6 x 2.2 inches
1 
Other values (6)
6 
ValueCountFrequency (%) 
15x23 cm10.1%
 
11.8 x 9.4 x 1.3 inches10.1%
 
9.8 x 6.9 x 0.7 inches10.1%
 
8.2 x 5.5 x 0.8 inches10.1%
 
8.5 x 6 x 2.2 inches10.1%
 
7.9 x 5.3 x 0.6 inches10.1%
 
18 cm10.1%
 
11.6 x 9.4 x 1 inches10.1%
 
9.9 x 7.3 x 0.4 inches10.1%
 
8.6 x 7.2 x 0.3 inches10.1%
 
(Missing)98998.9%
 
2021-11-17T03:12:00.419749image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique11 ?
Unique (%)100.0%
2021-11-17T03:12:00.631724image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length23
Median length3
Mean length3.176
Min length3

uri_descriptions
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

uris
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

url
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing989
Missing (%)98.9%
Memory size7.9 KiB

source_records
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing874
Missing (%)87.4%
Memory size7.9 KiB

first_sentence
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing995
Missing (%)99.5%
Memory size7.9 KiB

work_titles
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing956
Missing (%)95.6%
Memory size7.9 KiB

description
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing958
Missing (%)95.8%
Memory size7.9 KiB

subject_times
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing999
Missing (%)99.9%
Memory size7.9 KiB

ocaid
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct160
Distinct (%)100.0%
Missing840
Missing (%)84.0%
Memory size7.8 KiB
noticiasarcheolo00hubn
 
1
newcanonicalform00mill
 
1
nybc209269
 
1
reportofscabdise00cape
 
1
arnesketchofnorw00bj
 
1
Other values (155)
155 
ValueCountFrequency (%) 
noticiasarcheolo00hubn10.1%
 
newcanonicalform00mill10.1%
 
nybc20926910.1%
 
reportofscabdise00cape10.1%
 
arnesketchofnorw00bj10.1%
 
viewsdescription00seel10.1%
 
sketchofreligiou00reed10.1%
 
nybc20573910.1%
 
nybc21196510.1%
 
sceauxarmoresd02raad10.1%
 
Other values (150)15015.0%
 
(Missing)84084.0%
 
2021-11-17T03:12:00.893930image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique160 ?
Unique (%)100.0%
2021-11-17T03:12:01.164443image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length39
Median length3
Mean length5.528
Min length3

download_url
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

dewey_number
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing998
Missing (%)99.8%
Memory size7.9 KiB

name
Categorical

MISSING
UNIFORM

Distinct3
Distinct (%)100.0%
Missing997
Missing (%)99.7%
Memory size7.8 KiB
Corinna Wolff
1 
Ron Dayne
1 
Magica Quartet
1 
ValueCountFrequency (%) 
Corinna Wolff10.1%
 
Ron Dayne10.1%
 
Magica Quartet10.1%
 
(Missing)99799.7%
 
2021-11-17T03:12:01.388373image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique3 ?
Unique (%)100.0%
2021-11-17T03:12:01.509585image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:12:01.691062image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length14
Median length3
Mean length3.027
Min length3

subject_place
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

subject_people
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing998
Missing (%)99.8%
Memory size7.9 KiB

personal_name
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

alternate_names
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

photos
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

oclc_numbers
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing884
Missing (%)88.4%
Memory size7.9 KiB

copyright_date
Categorical

MISSING
UNIFORM

Distinct3
Distinct (%)100.0%
Missing997
Missing (%)99.7%
Memory size7.8 KiB
2005
1 
2006
1 
2008
1 
ValueCountFrequency (%) 
200510.1%
 
200610.1%
 
200810.1%
 
(Missing)99799.7%
 
2021-11-17T03:12:01.880657image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique3 ?
Unique (%)100.0%
2021-11-17T03:12:02.003749image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:12:02.175249image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3
Mean length3.003
Min length3

classifications
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing997
Missing (%)99.7%
Memory size7.9 KiB

birth_date
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

bio
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

links
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

title_prefix
Categorical

MISSING

Distinct11
Distinct (%)20.4%
Missing946
Missing (%)94.6%
Memory size7.8 KiB
The
19 
A
14 
Di
6 
Der
5 
An
3 
Other values (6)
7 
ValueCountFrequency (%) 
The 191.9%
 
A 141.4%
 
Di 60.6%
 
Der 50.5%
 
An 30.3%
 
Le 20.2%
 
The10.1%
 
Le10.1%
 
An t-10.1%
 
Buy cheap soma10.1%
 
(Missing)94694.6%
 
2021-11-17T03:12:02.377109image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique5 ?
Unique (%)9.3%
2021-11-17T03:12:02.586872image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length14
Median length3
Mean length3.021
Min length2

death_date
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

subject_time
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

work_title
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

contributors
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

purchase_url
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

fuller_name
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

website
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

isbn_invalid
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

ia_loaded_id
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

isbn_odd_length
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

ia_box_id
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

full_title
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

excerpts
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

Interactions

2021-11-17T03:11:19.525374image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:20.243100image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:20.488108image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:20.728426image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:20.982781image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:21.222960image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:21.446781image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:21.676764image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:21.908845image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:22.142981image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:22.374996image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:22.624234image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:22.937789image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:23.175130image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:23.427080image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:23.692592image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Correlations

2021-11-17T03:12:02.740216image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-11-17T03:12:03.002599image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-11-17T03:12:03.244759image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-11-17T03:12:03.517205image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-11-17T03:11:24.560248image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:40.641244image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:45.690107image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-11-17T03:11:50.472280image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Sample

First rows

df_indexlatest_revisionrevisiontitlelanguagessubjectspublish_countryby_statementtypelocationother_titlespublisherslast_modifiedkeyauthorspublish_placesoclc_numberpaginationcreatednotesnumber_of_pagespublish_dateworkssubtitleseriescontributionsgenrestable_of_contentslc_classificationssubject_placesfirst_publish_dateedition_nameisbn_10dewey_decimal_classlccnidentifiersweightphysical_formatcoversisbn_13physical_dimensionsuri_descriptionsurisurlsource_recordsfirst_sentencework_titlesdescriptionsubject_timesocaiddownload_urldewey_numbernamesubject_placesubject_peoplepersonal_namealternate_namesphotosoclc_numberscopyright_dateclassificationsbirth_datebiolinkstitle_prefixdeath_datesubject_timework_titlecontributorspurchase_urlfuller_namewebsiteisbn_invalidia_loaded_idisbn_odd_lengthia_box_idfull_titleexcerpts
0141601224 gruppy krovi--4 obraza zhizni[{'key': '/languages/rus'}][Health., Blood groups., Vitality., Self-care, Health.]ruM. Ili︠u︡shina.{'key': '/type/edition'}NaN[Chetyre gruppy krovi--chetyre obraza zhizni][Sova, ĖKSMO]{'type': '/type/datetime', 'value': '2009-12-15T08:15:08.762084'}/books/OL22984051M[{'key': '/authors/OL6569197A'}][Sankt-Peterburg, Moskva]NaN254 p. :{'type': '/type/datetime', 'value': '2009-02-17T19:41:16.499843'}NaN254.02003[{'key': '/works/OL13721660W'}]NaN[Budʹte zdorovy!]NaNNaNNaNNaNNaNNaNNaN[5699021124]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
13298222The carved stones of Islay ....[{'key': '/languages/eng'}]NaNxxkNaN{'key': '/type/edition'}NaNNaN[Naclehose]{'type': '/type/datetime', 'value': '2009-12-15T08:05:38.884806'}/books/OL22828585M[{'key': '/authors/OL5489940A'}][Glasgow]NaNNaN{'type': '/type/datetime', 'value': '2009-01-05T04:08:32.570274'}NaNNaN1895[{'key': '/works/OL12439699W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
23786122Basic book of vegetable growing.[{'key': '/languages/eng'}]NaNxxkNaN{'key': '/type/edition'}NaNNaN[Barrie & Jenkins]{'type': '/type/datetime', 'value': '2009-12-15T08:05:45.846676'}/books/OL22835576M[{'key': '/authors/OL2781054A'}][London]NaNNaN{'type': '/type/datetime', 'value': '2009-01-06T07:11:08.922053'}{'type': '/type/text', 'value': 'Originally published: Tom Stacey, 1972.'}NaN1975[{'key': '/works/OL8356037W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
314814833Shitsuke[{'key': '/languages/jpn'}][Parenting, Discipline of children, Child psychology, Child development]jaHasegawa Hirogkazu.{'key': '/type/edition'}NaNNaN[Kinohanasha]{'type': '/type/datetime', 'value': '2009-12-15T08:15:36.817467'}/books/OL22992902M[{'key': '/authors/OL6570934A'}][Tōkyō]NaN348 p. ;{'type': '/type/datetime', 'value': '2009-02-17T21:41:12.286366'}NaN348.02002[{'key': '/works/OL13724797W'}]oyako ga shiawase ni naru tame niNaNNaNNaNNaNNaNNaNNaN880-03 Shohan.[4434025236]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[marc:SanFranPL12/SanFranPL12.out:17093292:1214]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[55104004]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
47426322Philippine case[{'key': '/languages/eng'}]NaNnyuby Henry Winthrop Hardon ...{'key': '/type/edition'}[GLAD]NaN[Evening Post Job Printing House]{'type': '/type/datetime', 'value': '2009-12-15T08:08:57.706263'}/books/OL22889550M[{'key': '/authors/OL663661A'}][New York]NaN20 p.{'type': '/type/datetime', 'value': '2009-01-31T12:19:45.433970'}NaN20.01899[{'key': '/works/OL3767342W'}]an address delivered before the Twentieth century club of BrooklynNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNphilippinecasead00hardrichNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNTheNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5250722[Creativity and problem solving[{'key': '/languages/eng'}][Problem solving, Creative thinking]xxcollected and] prepared for Alex F. Osborn by Roger West{'key': '/type/edition'}[NBuC]NaN[s.n.]{'type': '/type/datetime', 'value': '2009-12-15T08:04:14.290754'}/books/OL22786854M[{'key': '/authors/OL6536691A'}][[s.l][2642974]1 v. (unpaged) :{'type': '/type/datetime', 'value': '2008-12-30T12:09:26.184663'}{'type': '/type/text', 'value': 'Includes bibliography'}NaN1964[{'key': '/works/OL13681900W'}]notes, pamphlet, leaflets, etc.NaN[Osborn, Alex F.]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
613005322Geology and ground-water resources of Plum Island, Suffolk County, New York[{'key': '/languages/eng'}][Groundwater -- New York (State) -- Suffolk County., Water-supply -- New York (State) -- Suffolk County., Geology -- New York (State) -- Suffolk County.]dcuby H.C. Crandell ; prepared on behalf of the Agricultural Research Service, U.S. Dept. of Agriculture.{'key': '/type/edition'}NaNNaN[U.S. Dept. of the Interior, Geological Survey, for sale by U.S. G.P.O.]{'type': '/type/datetime', 'value': '2009-12-15T08:14:19.098097'}/books/OL22968822M[{'key': '/authors/OL6566045A'}][Washington, D.C]NaNiv, 35 p. :{'type': '/type/datetime', 'value': '2009-02-17T16:49:30.303962'}{'type': '/type/text', 'value': 'Three folded maps in pocket. Bibliography: p. 22-23.'}35.01962[{'key': '/works/OL13717317W'}]NaN[Geological Survey water-supply paper -- 1539-X, Contributions to the hydrology of the United States]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
77955822Hard travellin'.[{'key': '/languages/eng'}][Tramps -- United States.]xxNaN{'key': '/type/edition'}NaNNaN[New American Library]{'type': '/type/datetime', 'value': '2009-12-15T08:09:19.321162'}/books/OL22898916M[{'key': '/authors/OL767060A'}]NaNNaN448 p.{'type': '/type/datetime', 'value': '2009-02-11T13:42:42.668334'}{'type': '/type/text', 'value': 'Bibliography: p. 437-441.'}448.01967[{'key': '/works/OL4094901W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[68015278]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
810228533Borland C++ 5.X chʻeng shih she chi[{'key': '/languages/chi'}][Borland C++, C++ (Computer program language)]chLin Liecheng.{'key': '/type/edition'}NaN[Borland C++ 5.X cheng shi she ji][Qi feng zi xun gu fen yu xian gong si]{'type': '/type/datetime', 'value': '2009-12-15T08:12:29.897055'}/books/OL22929060M[{'key': '/authors/OL6560575A'}][Taibei Shi]NaN1 v. (various pagings) :{'type': '/type/datetime', 'value': '2009-02-12T12:08:41.268935'}NaNNaN1997[{'key': '/works/OL13709240W'}]shi yung OWLNaNNaNNaNNaNNaNNaNNaN880-03 Chu ban.[9575660382]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[marc:SanFranPL08/SanFranPL08.out:19093332:1584]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[38450527]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
92137822It doesn't take much to attract a crowd.[{'key': '/languages/eng'}]NaNxxkNaN{'key': '/type/edition'}NaNNaN[Ravette]{'type': '/type/datetime', 'value': '2009-12-15T08:05:14.648587'}/books/OL22811882M[{'key': '/authors/OL4361397A'}][Horsham]NaN13cm x 21cm.128. Ill.{'type': '/type/datetime', 'value': '2009-01-03T04:01:24.644613'}NaN128.01990[{'key': '/works/OL10510845W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaN[1853043230]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

df_indexlatest_revisionrevisiontitlelanguagessubjectspublish_countryby_statementtypelocationother_titlespublisherslast_modifiedkeyauthorspublish_placesoclc_numberpaginationcreatednotesnumber_of_pagespublish_dateworkssubtitleseriescontributionsgenrestable_of_contentslc_classificationssubject_placesfirst_publish_dateedition_nameisbn_10dewey_decimal_classlccnidentifiersweightphysical_formatcoversisbn_13physical_dimensionsuri_descriptionsurisurlsource_recordsfirst_sentencework_titlesdescriptionsubject_timesocaiddownload_urldewey_numbernamesubject_placesubject_peoplepersonal_namealternate_namesphotosoclc_numberscopyright_dateclassificationsbirth_datebiolinkstitle_prefixdeath_datesubject_timework_titlecontributorspurchase_urlfuller_namewebsiteisbn_invalidia_loaded_idisbn_odd_lengthia_box_idfull_titleexcerpts
99010186833Das barock- und rococo-ornament Deutschlands[{'key': '/languages/ger'}][Decoration and ornament, Baroque, Decoration and ornament, Rococo, Decoration and ornament -- Germany]gwhrsg. von dr. Cornelius Gurlitt.{'key': '/type/edition'}NaNNaN[E. Wasmuth]{'type': '/type/datetime', 'value': '2009-12-15T08:11:55.821436'}/books/OL22928463M[{'key': '/authors/OL2318127A'}][Berlin]NaN[8] p., 80 leaves of plates :{'type': '/type/datetime', 'value': '2009-02-12T12:01:48.101268'}{'type': '/type/text', 'value': 'Title vignette.'}80.01889[{'key': '/works/OL7569913W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[marc:SanFranPL06/SanFranPL06.out:12094458:919]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN[8142436]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
99112417922The Scrap-book[{'key': '/languages/eng'}][English literature., American literature.]pauCompiled by William Fields.{'key': '/type/edition'}NaNNaN[Claxton, Remsen & Haffelfinger]{'type': '/type/datetime', 'value': '2009-12-15T08:13:55.790541'}/books/OL22960903M[{'key': '/authors/OL2955700A'}][Philadelphia]NaN544 p.{'type': '/type/datetime', 'value': '2009-02-12T19:19:55.924585'}NaN544.01872[{'key': '/works/OL8717557W'}]consisting of tales and anecdotes, biographical, historical, patriotic, moral, religious, and sentimental pieces, in prose and poetry.NaNNaNNaNNaNNaNNaNNaN5th ed.--rev. and improved.NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
992812422Las culturas verdes[{'key': '/languages/spa'}][Fundación Nicolás García Uriburu -- Ethnological collections -- Exhibitions., Fundación Nicolás García Uriburu -- Art collections -- Exhibitions., Museo de Arte Precolombino de Nicolás García Uriburu -- Exhibitions., Indian featherwork -- South America -- Exhibitions., Indian art -- South America -- Exhibitions.]agNaN{'key': '/type/edition'}NaN[Green cultures : ceremonial featherwork of the rainforest peoples][Fundación Nicolás García Uriburu]{'type': '/type/datetime', 'value': '2009-12-15T08:04:24.513903'}/books/OL22793884M[{'key': '/authors/OL6537907A'}][Buenos Aires][62215561]108, [4] p. :{'type': '/type/datetime', 'value': '2009-01-02T09:50:40.103717'}{'type': '/type/text', 'value': 'Accompanies an exhibition held at Centro Cultural Recoleta, Buenos Aires, 21 Apr.-22 May 2005. Includes bibliographical references (p. [110]). Spanish and English.'}108.02005[{'key': '/works/OL13683132W'}]arte plumario de los pueblos de la selva : colecciones de la Fundación Nicolás García Uriburu y de su Museo de Arte Precolombino, Buenos Aires, Argentina.NaN[Museo de Arte Precolombino de Nicolás García Uriburu., Centro Cultural Recoleta (Buenos Aires, Argentina)][Exhibitions.]NaN[F2230.1.F2 F85 2005]NaNNaNNaNNaNNaN[2005465536]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
99311922022Ci shang xiao xiang hua ji fa[{'key': '/languages/chi'}][China painting -- China -- Jiangxi Sheng., Portraits, Chinese.]cc[bian zhu Feng Jie].{'key': '/type/edition'}NaNNaN[Jiangxi mei shu chu ban she]{'type': '/type/datetime', 'value': '2009-12-15T08:13:39.816575'}/books/OL22953744M[{'key': '/authors/OL6563958A'}][Nanchang Shi]NaN136 p. :{'type': '/type/datetime', 'value': '2009-02-12T17:08:42.684888'}NaN136.01995[{'key': '/works/OL13714774W'}]NaN[Zhongguo min jian gong yi mei shu jue ji xi lie]NaNNaNNaNNaNNaNNaN880-03 Di 1 ban.[7805802874]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9944718522De Kooning[{'key': '/languages/eng'}][De Kooning, Willem, -- 1904-1997 -- Exhibitions]nyuNaN{'key': '/type/edition'}[NBuC][Liquefying cubism][Allan Stone Gallery]{'type': '/type/datetime', 'value': '2009-12-15T08:06:23.121269'}/books/OL22848752M[{'key': '/authors/OL447748A'}][New York City][32422878]viii, 54, [4] p. :{'type': '/type/datetime', 'value': '2009-01-07T19:52:32.616872'}{'type': '/type/text', 'value': '"Published on the occasion of the exhibition, Willem de Kooning, liquefying cubism, October 27, 1994-January 22, 1995, Allan Stone Gallery ... "'}54.01994[{'key': '/works/OL2936880W'}]liquefying cubism.NaN[Allan Stone Gallery][Exhibitions]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
99512090922Early inns and roadhouses[{'key': '/languages/eng'}][Hotels -- California -- San Mateo County.]cauNaN{'key': '/type/edition'}NaNNaNNaN{'type': '/type/datetime', 'value': '2009-12-15T08:13:44.548326'}/books/OL22956011M[{'key': '/authors/OL6564302A'}][San Mateo]NaN57 p. : illus.{'type': '/type/datetime', 'value': '2009-02-12T17:35:18.547026'}{'type': '/type/text', 'value': 'Photocopy of typescript.'}57.01975[{'key': '/works/OL13715314W'}]a history of hospitality in San Mateo County.[La Peninsula -- v. 18, no. 1.]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
99614682722Hindi ki sarvasreshtha kahaniyam[{'key': '/languages/hin'}][Short stories, Hindi., Short stories, Hindi -- History and criticism.]iiKrshnabahadura Simha, Dinesa Carana.{'key': '/type/edition'}NaNNaN[Astha Prakasana]{'type': '/type/datetime', 'value': '2009-12-15T08:15:30.607078'}/books/OL22991173M[{'key': '/authors/OL6570580A'}][Jayapura]NaN128 p. ;{'type': '/type/datetime', 'value': '2009-02-17T21:23:26.931002'}{'type': '/type/text', 'value': 'Short stories. Author and title in roman supplied by vendor. In Hindi.'}128.02004[{'key': '/works/OL13724284W'}]mula-samiksha sahitaNaN[Carana, Dinesa.]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9971780922Ecology and politics in America: some issues and alternatives.[{'key': '/languages/eng'}][Environmental policy -- United States]NaN[By] Margaret Sprout [and] Harold Sprout{'key': '/type/edition'}[NBuC]NaN[General Learning Press]{'type': '/type/datetime', 'value': '2009-12-15T08:05:07.238864'}/books/OL22807014M[{'key': '/authors/OL6540800A'}][New York][510422]22 p.{'type': '/type/datetime', 'value': '2009-01-02T22:19:07.334338'}NaN22.01971[{'key': '/works/OL13686170W'}]NaNNaN[Sprout, Harold Hance, 1901-]NaNNaNNaNNaNNaNNaNNaNNaN[79170399]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
99814053244The fabric of American literary realism[{'key': '/languages/eng'}][American fiction -- 19th century -- History and criticism, American fiction -- 20th century -- History and criticism, Clothing and dress in literature, Realism in literature]ncuBabak Elahi.{'key': '/type/edition'}NaNNaN[McFarland & Co.]{'type': '/type/datetime', 'value': '2009-12-15T08:15:03.944828'}/books/OL22982651M[{'key': '/authors/OL6568929A'}][Jefferson, N.C]NaNp. cm.{'type': '/type/datetime', 'value': '2009-02-17T19:30:36.050870'}{'type': '/type/text', 'value': 'Includes bibliographical references and index.'}NaN2009[{'key': '/works/OL13721052W'}]readymade clothing, social mobility, and assimilationNaNNaNNaN[{'type': {'key': '/type/toc_item'}, 'title': 'Dress in the North American political imagination'}, {'type': {'key': '/type/toc_item'}, 'title': 'The discourse of dress and literary realism in the United States'}, {'type': {'key': '/type/toc_item'}, 'title': 'Henry James's old clothes'}, {'type': {'key': '/type/toc_item'}, 'title': 'From clothing to nothing : annihilating the self in Sister Carrie'}, {'type': {'key': '/type/toc_item'}, 'title': 'Dress and mobility in The rise of David Levinsky'}, {'type': {'key': '/type/toc_item'}, 'title': 'The financial and sartorial fictions of Anzia Yezierska'}, {'type': {'key': '/type/toc_item'}, 'title': 'The clothing of the American frontier, or, How the West was worn in Willa Cather.'}][PS374.C565 E43 2009]NaNNaNNaNNaN[813/.009355][2009000611]NaNNaNNaNNaN[9780786441198]NaNNaNNaNNaN[marc:marc_loc_updates/v37.i03.records.utf8:9251183:1760, marc:marc_loc_updates/v37.i16.records.utf8:7918792:1940, marc:marc_loc_updates/v37.i17.records.utf8:11596032:1940]NaNNaN{'type': '/type/text', 'value': '"This volume traces the connections between the increased economic importance of the garment industry with the advent of a powerful movement towards literary realism in American fiction. This work examines the development of the American ideal from the "homespun" to the "ready made," and explains how that cultural and psychological change appeared in the literature of the nation"--Provided by publisher.'}NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
9993980122The far morning.[{'key': '/languages/eng'}]NaNxxkNaN{'key': '/type/edition'}NaNNaN[Sheridan Book Company]{'type': '/type/datetime', 'value': '2009-12-15T08:05:51.654655'}/books/OL22838268M[{'key': '/authors/OL4728502A'}]NaNNaNNaN{'type': '/type/datetime', 'value': '2009-01-06T14:15:31.568799'}{'type': '/type/text', 'value': 'First published: London: Hamlyn Paperbacks, 1982.'}NaN1993[{'key': '/works/OL11276196W'}]NaNNaNNaNNaNNaNNaNNaNNaNNaN[1855014572]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN